Dataset Versions
Versions
v1
2023-02-15 4:06pm
Generated on Feb 15, 2023
680 Total Images
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Dataset Split
Train Set 87%
594Images
Valid Set 8%
56Images
Test Set 4%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -12° and +12°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each